[Fachzeitschriftenartikel]
dos Santos Schultz, Eduardo; Hannemann-Tamás, Ralf; Mitsos, Alexander
Polynomial approximation of inequality path constraints in dynamic optimization
In: Computers & chemical engineering, 135, 106732, 2020
[DOI: 10.1016/j.compchemeng.2020.106732]

[Fachzeitschriftenartikel]
Rall, Deniz Patrick; Schweidtmann, Artur M.; Aumeier, Benedikt Maximilian; Kamp, Johannes; Karwe, Jannik; Ostendorf, Katrin; Mitsos, Alexander; Wessling, Matthias
Simultaneous rational design of ion separation membranes and processes
In: Journal of membrane science, 600, 117860, 2020
[DOI: 10.1016/j.memsci.2020.117860]

[Fachzeitschriftenartikel]
Marks, Caroline; König, Andrea; Mitsos, Alexander; Viell, Jörn
Minimal viable sugar yield of biomass pretreatment
In: Biofuels, bioproducts and biorefining, 14 (2), 301-314, 2020
[DOI: 10.1002/bbb.2074]

[Fachzeitschriftenartikel]
König, Andrea; Neidhardt, Lisa; Viell, Jörn; Mitsos, Alexander; Dahmen, Manuel
Integrated design of processes and products: Optimal renewable fuels
In: Computers & chemical engineering, 134, 106712, 2020
[DOI: 10.1016/j.compchemeng.2019.106712]

[Fachzeitschriftenartikel]
Schäfer, Pascal; Schweidtmann, Artur M.; Lenz, Philipp H. A.; Markgraf, Hannah M. C.; Mitsos, Alexander
Wavelet-based grid-adaptation for nonlinear scheduling subject to time-variable electricity prices
In: Computers & chemical engineering, 132, 106598, 2019
[DOI: 10.1016/j.compchemeng.2019.106598]

[Fachzeitschriftenartikel]
dos Santos Schultz, Eduardo; Hannemann-Tamás, Ralf; Mitsos, Alexander
Guaranteed satisfaction of inequality state constraints in PDE-constrained optimization
In: Automatica : a journal of IFAC, the International Federation of Automatic Control, 111, 108653, 2019
[DOI: 10.1016/j.automatica.2019.108653]

[Fachzeitschriftenartikel]
Clayton, Adam D.; Schweidtmann, Artur M.; Clemens, Graeme; Manson, Jamie A.; Taylor, Connor J.; Niño, Carlos G.; Chamberlain, Thomas W.; Kapur, Nikil; Blacker, A. John; Lapkin, Alexei; Bourne, Richard A.
Automated Self-Optimisation of Multi-Step Reaction and Separation Processes Using Machine Learning
In: The chemical engineering journal, 384, 123340, 2019
[DOI: 10.1016/j.cej.2019.123340]

[Buchbeitrag, Fachzeitschriftenartikel]
Aigner, Maximilian; Echtermeyer, Alexander Walter Wilhelm; Kaminski, Sebastian; Viell, Jörn; Leonhard, Kai; Mitsos, Alexander; Jupke, Andreas
Ternary System CO2/2-MTHF/Water : Experimental Study and Thermodynamic Modeling
In: Journal of chemical & engineering data, 65 (3), 993-1004, 2019
[DOI: 10.1021/acs.jced.9b00315]

[Fachzeitschriftenartikel]
Walz, Olga; Djelassi, Hatim; Mitsos, Alexander
Optimal experimental design for optimal process design : A trilevel optimization formulation
In: AIChE journal, 66 (1), e16788, 2019
[DOI: 10.1002/aic.16788]

[Fachzeitschriftenartikel]
Ksiazkiewicz, Agnieszka; Bering, Luise Friederike; Jung, Falco Constantin; Wolter, Nadja Anna; Viell, Jörn; Mitsos, Alexander; Pich, Andrij
Closing the 1-5 µm size gap: Temperature-programmed, fed-batch synthesis of µm-sized microgels
In: The chemical engineering journal, 379, 122293, 2019
[DOI: 10.1016/j.cej.2019.122293]

[Fachzeitschriftenartikel]
Schneider, Sabine; Jung, Falco Constantin; Mergel, Olga; Lammertz, Janik; Nickel, Anne C.; Caumanns, Jan Tobias; Mhamdi, Adel; Mayer, Joachim; Mitsos, Alexander; Plamper, Felix Alois
Model-based design and synthesis of ferrocene containing microgels
In: Polymer chemistry, 11 (2), 315-325, 2019
[DOI: 10.1039/C9PY00494G]

[Patent]
Dahdah, Tawfiq Hanna; Mitsos, Alexander
Thermal desalination for increased distillate production
, 2019

[Patent]
Meyer-Kirschner, Julian; Mitsos, Alexander; Viell, Jörn
Verfahren zur kontinuierlichen, zeitaufgelösten, spektroskopischen Analyse eines Mehrkomponentensystems und Spektrometer
, 2019

[Konferenzbeitrag]
Clayton, A.; Schweidtmann, Artur M.; Holmes, N.; Bradford, E.; Lapkin, A.; Bourne, R.
Multi-objective self-optimisation of complex continuous flow processes
In: ACS 257. National Meeting and Exposition: Chemistry for New Frontiers Orlando 2019-03-31 - 2019-04-04, 2019

[Konferenzbeitrag]
Schweidtmann, Artur M.; Mitsos, Alexander
Global Optimization with Machine-Learning Surrogate Models Embedded
In: Machine Learning and AI in (Bio)chemical engineering conference. Cambridge 2019-07-14 - 2019-07-18, 2019

[Konferenzbeitrag]
Begall, Moritz Johannes; Schweidtmann, Artur M.; Mhamdi, Adel; Mitsos, Alexander
Geometrieoptimierung eines kontinuierlichen Millireaktors mittels CFD und maschinellem Lernen
In: Jahrestreffen der ProcessNet-Fachgemeinschaft ``Prozess-, Apparate- und Anlagentechnik'' (PAAT) Dortmund 2019-11-04 - 2019-11-05, 2019

[Konferenzbeitrag]
Schweidtmann, Artur M.; Bongartz, Dominik; Huster, Wolfgang Raphael; Najman, Jaromil; Rall, Deniz Patrick; Schäfer, Pascal; Wessling, Matthias; Mitsos, Alexander
Global optimization with neural networks embedded: theory, applications, and future work
In: Foundations of Computer-Aided Process Design Colorado 2019-07-14 - 2019-07-18, 2019

[Buchbeitrag]
Mitsos, Alexander; Schäfer, Pascal; Caspari, Adrian; Ecker, Anna; Frank, Roman; Freko, Pascal; Haider, Patrick; Kender, Robert; King, Rudibert; Klein, Harald; Lange, Andreas; Lochner, Stefan; Mhamdi, Adel; Niehuis, Rheinhard; Obermeier, Andreas; Peschel, Andreas; Rehfeldt, Sebastian; Schliebitz, Florian; Thomas, Ingo; Windmeier, Christoph; Wunderlich, Bernd
C.4 Luftzerlegung
In: Energieflexibilität in der deutschen Industrie : Ergebnisse aus dem Kopernikus-Projekt : Synchronisierte und energieadaptive Produktionstechnik zur flexiblen Ausrichtung von Industrieprozessen auf eine fluktuierende Energieversorgung (SynErgie) / Alexander Sauer, Eberhard Abele, Hans Ulrich Buhl, 487-503, 2019

[Buchbeitrag]
Mitsos, Alexander; Schäfer, Pascal; Baitalow, Kristina; Brée, Luisa Carola; Gausmann, Marcel; Jupke, Andreas; Wessling, Matthias
C.6 (Bio)-Chemische Prozesse
In: Energieflexibilität in der deutschen Industrie : Ergebnisse aus dem Kopernikus-Projekt : Synchronisierte und energieadaptive Produktionstechnik zur flexiblen Ausrichtung von Industrieprozessen auf eine fluktuierende Energieversorgung (SynErgie) / Alexander Sauer, Eberhard Abele, Hans Ulrich Buhl, 521-535, 2019

[Doktorarbeit]
Maldonado-Parra, Francisco Daniel
Microscale modeling of the growth of microgels by precipitation polymerization
, 2019

[Konferenzbeitrag]
Schäfer, Pascal; Caspari, Adrian; Mhamdi, Adel; Mitsos, Alexander
Hybrid Mechanistic Data-Driven Modelling for Real-Time Dynamic Optimization of Large-Scale Rectification Systems: Application to Air Separation Units
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Poster]
Shabnam, Fathima; Romanov, Anna; Kappatou, Chrysoula Dimitra; Schweidtmann, Artur M.; Mitsos, Alexander
Nonlinear Dynamic System Identification of Monoclonal Antibody Production
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Konferenzbeitrag]
Hao, Zhimian; Vaupel, Yannic; Caspari, Adrian; Lapkin, Alexei; Mhamdi, Adel; Mitsos, Alexander
Sequential Dynamic Optimization of Multi-Stage Vacuum Swing Adsorption
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Konferenzbeitrag]
Hao, Zhimian; Schweidtmann, Artur M.; Vaupel, Yannic; Caspari, Adrian; Lapkin, Alexei; Mhamdi, Adel; Mitsos, Alexander
A Hybrid Stochastic/Gradient-Based Multi-Objective Dynamic Optimization of Vacuum Swing Adsorption
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Konferenzbeitrag]
Schweidtmann, Artur M.; Lin, Xiaopeng; Mitsos, Alexander
Reduced Space Formulation for Global Optimization with Gaussian Processes (Kriging) Embedded
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Konferenzbeitrag]
Burre, Jannik; Bongartz, Dominik; Dürr, Philipp; Mitsos, Alexander
Optimal Process Design for e-Fuel Production - Increasing the Efficiency of OME1 Synthesis Using a New Reaction Pathway
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Konferenzbeitrag]
Burre, Jannik; Bongartz, Dominik; Deutz, Sarah; Völker, Simon; Bardow, André; Mitsos, Alexander
Comparison of Processes for Producing OME1 - An Efficient, Economic, and Environmentally Sustainable e-Fuel?
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Buchbeitrag, Fachzeitschriftenartikel]
Burre, Jannik; Bongartz, Dominik; Brée, Luisa Carola; Roh, Kosan; Mitsos, Alexander
Power‐to‐X : Between Electricity Storage, e‐Production, and Demand Side Management
In: Chemie - Ingenieur - Technik : CIT, 92 (1/2), 74-84, 2019
[DOI: 10.1002/cite.201900102]

[Konferenzbeitrag]
Mitsos, Alexander; Najman, Jaromil; Bongartz, Dominik; Saß, Susanne; Djelassi, Hatim; Jungen, Daniel; Huster, Wolfgang Raphael; Burre, Jannik; Karacasulu, Kaan; Schweidtmann, Artur M.
MAiNGO - McCormick-based Algorithm for mixed-integer Nonlinear Global Optimization
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Konferenzbeitrag]
Najman, Jaromil; Bongartz, Dominik; Saß, Susanne; Burre, Jannik; Djelassi, Hatim; Huster, Wolfgang Raphael; Karacasulu, Kaan; Schweidtmann, Artur M.; Mitsos, Alexander
MAiNGO - McCormick-based Algorithm for mixed-integer Nonlinear Global Optimization
In: 30. European Conference on Operational Research Dublin 2019-06-24 - 2019-06-24, 2019

[Buchbeitrag, Beitrag zu einem Tagungsband]
Ehsani, Alireza; Kappatou, Chrysoula Dimitra; Mhamdi, Adel; Mitsos, Alexander; Schuppert, Andreas; Niedenfuehr, Sebastian
Towards Model-Based Optimization for Quality by Design in Biotherapeutics Production
In: 29th European Symposium on Computer Aided Chemical Engineering / edited by Anton A. Kiss (The University of Manchester, United Kingdom), Edwin Zondervan (University of Bremen, Germany), Richard Lakerveld (The Hong Kong University of Science and Technology), Leyla Özkan (Eindhoven University of Technology, The Netherlands). - Part A, 25-30, 2019
[DOI: 10.1016/B978-0-12-818634-3.50005-9]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Brée, Luisa Carola; Schiekel, Tobias; Mitsos, Alexander
Overpotentials in Water Electrolysis: In-Silico Comparison of PEM-cell and GAP-cell performance
In: 29th European Symposium on Computer Aided Chemical Engineering / edited by Anton A. Kiss (The University of Manchester, United Kingdom), Edwin Zondervan (University of Bremen, Germany), Richard Lakerveld (The Hong Kong University of Science and Technology), Leyla Özkan (Eindhoven University of Technology, The Netherlands). - Part A, 847-852, 2019
[DOI: 10.1016/B978-0-12-818634-3.50142-9]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Kappatou, Chrysoula Dimitra; Altunok, Oktay; Mhamdi, Adel; Mantalaris, Athanasios; Mitsos, Alexander
Sequential and Simultaneous Optimization Strategies for Increased Production of Monoclonal Antibodies
In: 29th European Symposium on Computer Aided Chemical Engineering / edited by Anton A. Kiss (The University of Manchester, United Kingdom), Edwin Zondervan (University of Bremen, Germany), Richard Lakerveld (The Hong Kong University of Science and Technology), Leyla Özkan (Eindhoven University of Technology, The Netherlands). - Part A, 1021-1026, 2019
[DOI: 10.1016/B978-0-12-818634-3.50171-5]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Roh, Kosan; Brée, Luisa Carola; Perrey, Karen; Bulan, Andreas; Mitsos, Alexander
Optimal Oversizing and Operation of the Switchable Chlor-Alkali Electrolyzer for Demand Side Management
In: 29th European Symposium on Computer Aided Chemical Engineering / edited by Anton A. Kiss (The University of Manchester, United Kingdom), Edwin Zondervan (University of Bremen, Germany), Richard Lakerveld (The Hong Kong University of Science and Technology), Leyla Özkan (Eindhoven University of Technology, The Netherlands). - Part B, 1771-1776, 2019
[DOI: 10.1016/B978-0-12-818634-3.50296-4]

[Konferenzbeitrag]
König, Andrea; Neidhard, Lisa; Viell, Jörn; Mitsos, Alexander; Dahmen, Manuel
Simultaneous Product and Process Design for Tailor-Made Biofuels
In: AIChE Annual Meeting 2019 Orlando, FL 2019-11-10 - 2019-11-15, 2019

[Konferenzbeitrag]
Vaupel, Yannic; Hamacher, Nils; Caspari, Adrian; Mhamdi, Adel; Kevrekidis, Ioannis G.; Mitsos, Alexander
Nichtlineare Modellprädiktive Regelung mittels künstlicher neuronaler Netze
In: Jahrestreffen der ProcessNet-Fachgemeinschaften "Prozess-, Apparate- und Anlagentechnik" Dortmund 2019-11-04 - 2019-11-05, 2019

[Konferenzbeitrag]
Schäfer, Pascal; Caspari, Adrian; Mhamdi, Adel; Mitsos, Alexander
Hybrid mechanistisch datengetriebener Ansatz für die dynamische Modellierung von Rektifikationskolonnen
In: Jahrestreffen der ProcessNet-Fachgemeinschaft Prozess-, Apparate- und Anlagentechnik 2019 Dortmund 2019-11-04 - 2019-11-05, 2019

[Buchbeitrag, Beitrag zu einem Tagungsband]
Schäfer, Pascal; Hansmann, Nils; Ilieva, Svetlina; Mitsos, Alexander
Model-Based Bidding Strategies for Simultaneous Optimal Participation in Different Balancing Markets
In: 29th European Symposium on Computer Aided Chemical Engineering / edited by Anton A. Kiss (The University of Manchester, United Kingdom), Edwin Zondervan (University of Bremen, Germany), Richard Lakerveld (The Hong Kong University of Science and Technology), Leyla Özkan (Eindhoven University of Technology, The Netherlands) - Part B, 1639-1644, 2019
[DOI: 10.1016/B978-0-12-818634-3.50274-5]

[Fachzeitschriftenartikel]
Schäfer, Pascal; Caspari, Adrian; Mhamdi, Adel; Mitsos, Alexander
Economic nonlinear model predictive control using hybrid mechanistic data-driven models for optimal operation in real-time electricity markets : In-silico application to air separation processes
In: Journal of process control, 84, 171-181, 2019
[DOI: 10.1016/j.jprocont.2019.10.008]

[Buchbeitrag, Beitrag zu einem Tagungsband]
Schweidtmann, Artur M.; Bongartz, Dominik; Huster, Wolfgang Raphael; Mitsos, Alexander
Deterministic Global Process Optimization : Flash Calculations via Artificial Neural Networks
In: 29th European Symposium on Computer Aided Chemical Engineering / edited by Anton A. Kiss (The University of Manchester, United Kingdom), Edwin Zondervan (University of Bremen, Germany), Richard Lakerveld (The Hong Kong University of Science and Technology), Leyla Özkan (Eindhoven University of Technology, The Netherlands). - Part A, 937-942, 2019
[DOI: 10.1016/B978-0-12-818634-3.50157-0]

[Konferenzbeitrag]
Burre, Jannik; Bongartz, Dominik; Ziegler, Anita Lisa; Deutz, Sarah; Bardow, André; Mitsos, Alexander
Towards a Clean and Economic Production of OME1 from CO2 and H2 - Process Development and Analysis
In: 17. International Conference on Carbon Dioxide Utilization Aachen 2019-06-23 - 2019-06-27, 2019

[Poster]
Burre, Jannik; Bongartz, Dominik; Mitsos, Alexander
Oxymethylene Dimethyl Ethers as E-Fuels - Analysis of Production Pathways
In: 7. International Conference on "Fuel Science - From Production to Propulsion" Aachen 2019-05-13 - 2019-05-15, 2019

[Preprint]
Caspari, Adrian; Lüken, Lukas; Schäfer, Pascal; Vaupel, Yannic; Mhamdi, Adel; Biegler, Lorenz T.; Mitsos, Alexander
Dynamic Optimization with Complementarity Constraints : Regularization for Direct Shooting
, 2019

[Fachzeitschriftenartikel]
Roh, Kosan; Brée, Luisa Carola; Perrey, Karen; Bulan, Andreas; Mitsos, Alexander
Flexible operation of switchable chlor-alkali electrolysis for demand side management
In: Applied energy, 255, 113880, 2019
[DOI: 10.1016/j.apenergy.2019.113880]

[Konferenzbeitrag]
Marks, Caroline; König, Andrea; Mitsos, Alexander; Viell, Jörn
Screening of Pretreatment and Hydrolysis Strategies for Biofuel Production
In: 15. International Conference on Renewable Resources and Biorefineries Toulouse 2019-06-03 - 2019-06-05, 2019

[Fachzeitschriftenartikel]
Marks, Caroline; Mitsos, Alexander; Viell, Jörn
Change of C(2)-Hydrogen-Deuterium Exchange in Mixtures of EMIMAc
In: Journal of solution chemistry, 48 (8/9), 1188-1205, 2019
[DOI: 10.1007/s10953-019-00899-7]

[Poster]
Kröger, Leif Christian; Jung, Falco Constantin; Janssen, Franca Alisa Laura; Ksiazkiewicz, Agnieszka; Pich, Andrij; Mitsos, Alexander; Leonhard, Kai
Modeling of Microgel Synthesis
In: Modelling Polymers - From Methods to Applications Leverkusen 2019-09-13 - 2019-09-13, 2019

[Buchbeitrag, Beitrag zu einem Tagungsband]
Vaupel, Yannic; Caspari, Adrian; Hamacher, Nils C.; Huster, Wolfgang Raphael; Mhamdi, Adel; Kevrekidis, Ioannis G.; Mitsos, Alexander
Artificial neural networks for real-time model predictive control of organic Rankine cycles for waste heat recovery
In: [5th International Seminar on ORC Power Systems, 2019-09-09 - 2019-09-11, Athen, Greece], 076, 1-8, 2019

[Dataset]
dos Santos Schultz, Eduardo; Hannemann-Tamás, Ralf; Mitsos, Alexander
Dataset to "Guaranteed satisfaction of inequality state constraints in PDE-constrained optimization"
, 2019
[DOI: 10.18154/RWTH-2019-08413]

[Dataset]
dos Santos Schultz, Eduardo; Hannemann-Tamás, Ralf; Mitsos, Alexander
Supplementary Material to "Guaranteed satisfaction of inequality state constraints in PDE-constrained optimization" - Tubular reactor model and steady-state optimization
, 2019
[DOI: 10.18154/RWTH-2019-08406]